Constraint and Mathematical Programming Models for Integrated Port Container Terminal Operations
Loading...

Date
2018
Authors
Damla Kizilay
Deniz Tursel Eliiyi
Pascal Van Hentenryck
Journal Title
Journal ISSN
Volume Title
Publisher
SPRINGER INTERNATIONAL PUBLISHING AG
Open Access Color
Green Open Access
Yes
OpenAIRE Downloads
OpenAIRE Views
Publicly Funded
No
Abstract
This paper considers the integrated problem of quay crane assignment quay crane scheduling yard location assignment and vehicle dispatching operations at a container terminal. The main objective is to minimize vessel turnover times and maximize the terminal throughput which are key economic drivers in terminal operations. Due to their computational complexities these problems are not optimized jointly in existing work. This paper revisits this limitation and proposes Mixed Integer Programming (MIP) and Constraint Programming (CP) models for the integrated problem under some realistic assumptions. Experimental results show that the MIP formulation can only solve small instances while the CP model finds optimal solutions in reasonable times for realistic instances derived from actual container terminal operations.
Description
Keywords
Container terminal operations, MIP, Constraint programming, QUAY CRANE, SCHEDULING PROBLEM, ALGORITHM, OPTIMIZATION, FOS: Computer and information sciences, Artificial Intelligence (cs.AI), Computer Science - Artificial Intelligence, Optimization and Control (math.OC), FOS: Mathematics, Mathematics - Optimization and Control
Fields of Science
0211 other engineering and technologies, 02 engineering and technology
Citation
WoS Q
Scopus Q

OpenCitations Citation Count
15
Source
15th International Conference on the Integration of Constraint Programming Artificial Intelligence and Operations Research (CPAIOR)
Volume
Issue
Start Page
End Page
Collections
PlumX Metrics
Citations
CrossRef : 12
Scopus : 19
Captures
Mendeley Readers : 35
Google Scholar™


